Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004913

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006458

distance 0.087 · cross-district

#2 · Sanglicell 4930004773

distance 0.106

#3 · Kolhapurcell 4800006441

distance 0.111 · cross-district

#4 · Kolhapurcell 4800006465

distance 0.116 · cross-district

#5 · Kolhapurcell 4800006488

distance 0.124 · cross-district

#6 · Sataracell 4940000736

distance 0.126 · cross-district

#7 · Sanglicell 4930005042

distance 0.132

#8 · Sataracell 4940000440

distance 0.141 · cross-district

#9 · Kolhapurcell 4800006455

distance 0.151 · cross-district

#10 · Kolhapurcell 4800006485

distance 0.161 · cross-district

#11 · Sataracell 4940000912

distance 0.165 · cross-district

#12 · Sataracell 4940000390

distance 0.166 · cross-district

#13 · Sanglicell 4930004776

distance 0.174

#14 · Sataracell 4940000615

distance 0.175 · cross-district

#15 · Sataracell 4940000387

distance 0.177 · cross-district

#16 · Kolhapurcell 4800006487

distance 0.178 · cross-district

#17 · Sataracell 4940001024

distance 0.181 · cross-district

#18 · Kolhapurcell 4800006493

distance 0.182 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930004913}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.